pub fn johnson_lindenstrauss_min_k(
n_samples: usize,
OpenClosedUnit: OpenClosedUnit<f64>,
) -> usize
Expand description
Find a ‘safe’ number of components K
to randomly project to.
The minimum number of components to guarantee the eps-embedding is
given by K >= 4 log(N) / (eps^2 / 2 - eps^3 / 3)
.
The implementation is adapted from sklearn
’s.